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Abstract

This appendix presents the basic axiomatic characterization of a measure of information gain between the reference image R and the input image I.
The objective is twofold: first, to characterize the information gain between two distributions with a minimal number of properties that are natural and thus desirable; and second, to determine the form of all error functions satisfying these properties which we have stated to be desirable in our investigation.
The first postulate states a property of how unexpected was a single event of a digital image.

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Journal of Applied Remote SensingJournal of Astronomical Telescopes Instruments and SystemsJournal of Biomedical OpticsJournal of Electronic ImagingJournal of Medical ImagingJournal of Micro/Nanolithography, MEMS, and MOEMSJournal of NanophotonicsJournal of Photonics for EnergyNeurophotonicsOptical EngineeringSPIE Reviews